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and Lachin, John M

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2026 1

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Mind the Sim-to-Real Gap & Think Like a Scientist

cs.AI · 2026-05-20 · unverdicted · novelty 6.0

The paper decomposes simulator value errors into identifiable shifts and irreducible residuals, shows passive learning fails on reachability, and introduces Fisher-SEP to minimize posterior value variance via targeted experiments.

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  • Mind the Sim-to-Real Gap & Think Like a Scientist cs.AI · 2026-05-20 · unverdicted · none · ref 63

    The paper decomposes simulator value errors into identifiable shifts and irreducible residuals, shows passive learning fails on reachability, and introduces Fisher-SEP to minimize posterior value variance via targeted experiments.